Resting state network mapping in individuals using deep learning

• Published in: Frontiers in neurology Vol. 13; p. 1055437
• Main Authors: Luckett, Patrick H., Lee, John J., Park, Ki Yun, Raut, Ryan V., Meeker, Karin L., Gordon, Evan M., Snyder, Abraham Z., Ances, Beau M., Leuthardt, Eric C., Shimony, Joshua S.
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 12.01.2023
• Subjects: brain mapping; deep learning; machine learning; Neurology; representation of function; resting state functional MRI; brain mapping; deep learning; representation of function; resting state functional MRI; machine learning

Resting state functional MRI (RS-fMRI) is currently used in numerous clinical and research settings. The localization of resting state networks (RSNs) has been utilized in applications ranging from group analysis of neurodegenerative diseases to individual network mapping for pre-surgical planning o...